Tabular Anomaly Detection on Vehicle insurance
0.589AUC-ROCCausalTAD
Evaluation results
| Method | Links | |
|---|---|---|
| CausalTADBackbone=SmolLM-360M2026.02 | 0.589 | |
| CausalTADBackbone=SmolLM-135M2026.02 | 0.581 | |
| AnoLLMBackbone=SmolLM-135M2026.02 | 0.569 | |
| SLAD2026.02 | 0.556 | |
| AnoLLMBackbone=SmolLM-360M2026.02 | 0.555 | |
| RCA2026.02 | 0.531 | |
| KNN2026.02 | 0.524 | |
| REPEN2026.02 | 0.513 | |
| GOAD2026.02 | 0.512 | |
| DTE2026.02 | 0.512 | |
| PCA2026.02 | 0.509 | |
| ECOD2026.02 | 0.509 | |
| NeuTral2026.02 | 0.507 | |
| DeepSVDD2026.02 | 0.505 | |
| ICL2026.02 | 0.501 | |
| IForest2026.02 | 0.496 |